# Origin 2024b figures generated and reviewed on a live installation

I selected 45 public examples from 54 retained verification assets.
Use the question and minimum-table guide below to choose a direction before adapting a route
to your own data. Historical verification images do not occupy duplicate gallery slots;
the heatmap section displays only the live Origin-rendered 30×30 dense case.

Every displayed image was generated with Origin/OriginPro 2024b (10.15) and passed
OPJU/PNG/PDF/TIF generation, object readback, and human visual review. All examples use
project-generated synthetic teaching data and make no measurement, material-performance,
or clinical claim. The public source tree retains only sanitized PNGs.

## A quick first-choice guide

| Question | Start with | Minimum table |
|---|---|---|
| Compare spectra or condition-dependent curves | XPS/XRD/PL/UV-Vis/FTIR/NMR spectral routes | shared X + one or more Y columns |
| Compare group levels with uncertainty | bar, line-error, or forest | category/X + value + explicit SD/SEM/CI |
| Show raw distributions and outlier shape | raw points, box, violin, or Raincloud | group + every raw observation |
| Show a regular numeric matrix | heatmap or confusion matrix | row labels + numeric matrix columns |
| Show positive flow or composition transfer | Sankey | Source + Target + Value |
| Compare directed, signed, weighted relations across panels | circular network | Panel + Source + Target + Weight; optional Sign |
| Present medical-model evidence | ROC/PR/calibration/DCA/Bland-Altman | precomputed coordinates or statistics |

<div align="center">
<img src="../assets/gallery/bar-error-groups.png" alt="grouped bar with SD error bars" width="31%" />
<img src="../assets/gallery/bubble-indexed-size.png" alt="bubble indexed size relationship" width="31%" />
<img src="../assets/gallery/circular-network.png" alt="two-period circular directed weighted network" width="31%" />
<img src="../assets/gallery/cv-cycles.png" alt="CV cyclic voltammetry" width="31%" />
<img src="../assets/gallery/density-ridgeline3d.png" alt="3D dual-density ridgeline with supplied baseline focal locators" width="31%" />
<img src="../assets/gallery/dsc-multi.png" alt="DSC multi-sample heat flow comparison" width="31%" />
<img src="../assets/gallery/eis-nyquist.png" alt="EIS Nyquist impedance" width="31%" />
<img src="../assets/gallery/event-raster.png" alt="supplied event raster with empty trial inventory" width="31%" />
<img src="../assets/gallery/flim-phasor.png" alt="FLIM phasor distribution" width="31%" />
<img src="../assets/gallery/forest-intervals.png" alt="forest effect confidence interval" width="31%" />
<img src="../assets/gallery/ftir-temperature-series.png" alt="FTIR temperature series comparison" width="31%" />
<img src="../assets/gallery/heatmap-dense-30x30.png" alt="dense 30 by 30 heatmap matrix" width="31%" />
<img src="../assets/gallery/histogram-frozen-bins.png" alt="histogram frequency distribution" width="31%" />
<img src="../assets/gallery/horizontal-long-labels.png" alt="horizontal bar for long labels" width="31%" />
<img src="../assets/gallery/line-error.png" alt="trend with SD and SEM error bars" width="31%" />
<img src="../assets/gallery/lsv-multi.png" alt="LSV linear sweep" width="31%" />
<img src="../assets/gallery/medical-agreement.png" alt="Bland Altman medical measurement agreement" width="31%" />
<img src="../assets/gallery/medical-calibration.png" alt="medical model calibration curve reliability" width="31%" />
<img src="../assets/gallery/medical-confusion.png" alt="medical classification confusion matrix" width="31%" />
<img src="../assets/gallery/medical-decision.png" alt="medical decision curve DCA net benefit" width="31%" />
<img src="../assets/gallery/medical-grouped-box.png" alt="medical grouped boxplot with raw observations" width="31%" />
<img src="../assets/gallery/medical-longitudinal.png" alt="paired longitudinal medical trajectory" width="31%" />
<img src="../assets/gallery/medical-raincloud.png" alt="medical imaging Raincloud raw distribution" width="31%" />
<img src="../assets/gallery/medical-roc.png" alt="medical imaging ROC diagnostic curve" width="31%" />
<img src="../assets/gallery/medical-shap.png" alt="medical imaging composite SHAP beeswarm mean importance and grouped contribution" width="31%" />
<img src="../assets/gallery/nmr-comparison.png" alt="19F NMR spectrum comparison" width="31%" />
<img src="../assets/gallery/percent-composition.png" alt="percentage composition with confirmed row denominator" width="31%" />
<img src="../assets/gallery/pie-five-parts.png" alt="pie part-to-whole" width="31%" />
<img src="../assets/gallery/pl-trpl.png" alt="TRPL photoluminescence decay with user supplied fits" width="31%" />
<img src="../assets/gallery/radar-multimetric.png" alt="radar multimetric comparison" width="31%" />
<img src="../assets/gallery/raw-observations.png" alt="raw observations dot summary" width="31%" />
<img src="../assets/gallery/sankey-flow.png" alt="four-stage Sankey flow" width="31%" />
<img src="../assets/gallery/scatter-dense.png" alt="dense scatter relationship" width="31%" />
<img src="../assets/gallery/shap-dashboard-blue-red.png" alt="SHAP importance nested doughnut and beeswarm (blue_red)" width="31%" />
<img src="../assets/gallery/signal-stack.png" alt="multichannel processed signal traces" width="31%" />
<img src="../assets/gallery/stacked-composition.png" alt="absolute stacked composition" width="31%" />
<img src="../assets/gallery/time-frequency.png" alt="precomputed time frequency matrix" width="31%" />
<img src="../assets/gallery/trajectory3d.png" alt="multi-position 3D Nyquist trajectory" width="31%" />
<img src="../assets/gallery/trend-progression.png" alt="multi-series progression trendline" width="31%" />
<img src="../assets/gallery/uv-vis-tauc.png" alt="UV-vis absorbance with supplied Tauc inset" width="31%" />
<img src="../assets/gallery/violin-distributions.png" alt="violin distribution comparison" width="31%" />
<img src="../assets/gallery/xas-profiles.png" alt="XAS absorption spectrum" width="31%" />
<img src="../assets/gallery/xps-comparison.png" alt="XPS multi-spectrum comparison" width="31%" />
<img src="../assets/gallery/xps-fit.png" alt="XPS peak fitting" width="31%" />
<img src="../assets/gallery/xrd-multi.png" alt="XRD multi-series comparison" width="31%" />
</div>